pith. sign in
Pith Number

pith:CKVTORSE

pith:2023:CKVTORSE5P2MLK5JYKB3KSNRKD
not attested not anchored not stored refs pending

Machine learning in and out of equilibrium

Alexander Strang, Alkan Kabak\c{c}{\i}o\u{g}lu, Deniz Yuret, Michael Hinczewski, Shishir Adhikari

arxiv:2306.03521 v1 · 2023-06-06 · cs.LG · cond-mat.stat-mech

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CKVTORSE5P2MLK5JYKB3KSNRKD}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-05T06:17:59.048660Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

12ab374644ebf4c5aba9c283b549b150f85c6b512a87f7da5f629d1ea69a2493

Aliases

arxiv: 2306.03521 · arxiv_version: 2306.03521v1 · doi: 10.48550/arxiv.2306.03521 · pith_short_12: CKVTORSE5P2M · pith_short_16: CKVTORSE5P2MLK5J · pith_short_8: CKVTORSE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CKVTORSE5P2MLK5JYKB3KSNRKD \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 12ab374644ebf4c5aba9c283b549b150f85c6b512a87f7da5f629d1ea69a2493
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a333a1ba95d2b9bd3f161b222694b69434e8b73c77888d1b646e6e3173dae2b6",
    "cross_cats_sorted": [
      "cond-mat.stat-mech"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-06T09:12:49Z",
    "title_canon_sha256": "4d5c9b28671bc359d209cc9b2f7132f4813e7bde6e485c21dd858c29e6344d85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03521",
    "kind": "arxiv",
    "version": 1
  }
}